桶排序
桶排序是计数排序的升级版。它利用了函数的映射关系,高效与否的关键就在于这个映射函数的确定
思路:
- 根据数据规模,初始化合理桶数
- 将数列中的数据按照桶的规模进行映射,尽量保证数据被均匀的分布到桶中
- 每个桶使用插入排序排好子序列
- 最后使用双指针思想使用插入排序合并每个桶,完成排序
代码实现:
#include<iostream>
#include<vector>
using namespace std;
const int BUCKET_NUM = 10;
struct ListNode {
explicit ListNode(int i = 0) :mData(i), mNext(NULL) {}
ListNode* mNext;
int mData;
};
ListNode* insert(ListNode* head, int val) {
ListNode dummyNode;
ListNode *newNode = new ListNode(val);
ListNode *pre, *curr;
dummyNode.mNext = head;
pre = &dummyNode;
curr = head;
while (NULL != curr && curr->mData <= val) {
pre = curr;
curr = curr->mNext;
}
newNode->mNext = curr;
pre->mNext = newNode;
return dummyNode.mNext;
}
ListNode* Merge(ListNode *head1, ListNode *head2) {
ListNode dummyNode;
ListNode *dummy = &dummyNode;
while (NULL != head1 && NULL != head2) {
if (head1->mData <= head2->mData) {
dummy->mNext = head1;
head1 = head1->mNext;
}
else {
dummy->mNext = head2;
head2 = head2->mNext;
}
dummy = dummy->mNext;
}
if (NULL != head1) dummy->mNext = head1;
if (NULL != head2) dummy->mNext = head2;
return dummyNode.mNext;
}
void BucketSort(int arr[], int n) {
vector<ListNode*> buckets(BUCKET_NUM, (ListNode*)(0));
for (int i = 0; i < n; ++i) {
int index = arr[i] / BUCKET_NUM;
ListNode *head = buckets.at(index);
buckets.at(index) = insert(head, arr[i]);
}
ListNode *head = buckets.at(0);
for (int i = 1; i < BUCKET_NUM; ++i) {
head = Merge(head, buckets.at(i));
}
for (int i = 0; i < n; ++i) {
arr[i] = head->mData;
head = head->mNext;
}
}
int main()
{
int arr[] = { 61, 17, 29, 22, 34, 60, 72, 21, 50, 1, 62 };
int len = (int) sizeof(arr) / sizeof(*arr);
BucketSort(arr, len);
for (int i = 0; i < len; i++)
cout << arr[i] << ' ';
cout << endl;
return 0;
}